libimgsmlr
----------
Implement the feature extraction function of the ``imgsmlr`` extension, in
languages such as: ``c(so file)``, ``Python``. Other languages should
probably call dynamic libraries to adapt.
When using the ``PostgreSQL`` extension
`imgsmlr <https://github.com/postgrespro/imgsmlr>`__, I found that the
feature extraction functions provided by ``imgsmlr`` are all PostgreSQL
functions. This poses a problem, as the files need to be uploaded to and
stored in the database during testing. This is generally not possible in
service development, where text is usually stored separately in the file
system, and only paths and ``pattern``, ``signature`` are stored in the
database. Therefore, it is necessary to implement the feature extraction
functions used by the service development language.
Depends
-------
This library depends on the gd library. Please install it yourself first.
On Mac OSX: ``brew install gd``
On Linux: ``yum install -y gd-devel``
Installation
------------
::
pip install --global-option=build_ext libimgsmlr
Errors
------
If the following error is encountered on Mac OSX.
::
fatal error: 'gd.h' file not found
#include "gd.h"
The solution is to set the environment variable first:
::
export CFLAGS="-I$(brew --prefix gd)/include"
export LFDLAGS="-L$(brew --prefix gd)/lib"
Examples
--------
.. code:: python
from libimgsmlr import img2pattern, pattern2signature, shuffle_pattern
if __name__ == "__main__":
import argparse
parser = argparse.ArgumentParser(description="libimgsmlr test")
parser.add_argument('filename',help='image (jpeg/png/gif) file')
args = parser.parse_args()
print("filename: %s" % (args.filename))
filename = args.filename
content = open(filename, "rb").read()
try:
pattern = img2pattern(content)
pattern2 = shuffle_pattern(pattern)
print("pattern: %s" % (pattern2.as_array()))
signature = pattern2signature(pattern)
print("signature: %s" % (signature))
except ValueError as err:
print("ERROR: img2pattern(%s) failed! %s" % (filename, err))
LICENSE
-------
`MIT <./LICENSE>`__
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